Aman Dalmia
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Research Fellow at Wadhwani AI

July'18 - Oct'20, Mumbai

The Wadhwani Institute for Artificial Intelligence (Wadhwani AI) is an independent, nonprofit research institute a1nd global hub, developing AI solutions for social good. Projects:
  • Early pest infestation detection for cotton farming
    • Paper accepted in KDD 2020
    • Blog on model compression
    • A guest post on the PyTorch blog on we build the Machine Learning Stack
  • Smartphone-based anthropometry for neonatals
  • Screening for COVID-19 using Cough sounds
    • Paper on arXiV
    • Paper accepted at ICLR 2021 AI for Public Health Workshop and ICLR 20201 Machine Learning for Preventing and Combating Pandemics Workshop
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Research Intern - Deep Learning, HyperVerge

May'18 - July'18, Bangalore

HyperVerge Inc is a Silicon Valley startup founded by IITians and funded by NEA, Milliways Ventures and Naya Ventures. I worked on the problem of change detection using remote-sensing images where, given images of a place at different timestamps as input, the expected output is the change that happened in the time duration.
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Research Intern - Deep Learning, Niramai

 Dec '17, Bangalore

Niramai is a health-tech startup that has developed a novel breast cancer screening solution using thermographic images. I worked on exploring the application of deep learning for tumour segmentation in infrared images. Our papers were accepted in the Quantitative InfraRed Thermography Conference, 2018 and Quantitative InfraRed Thermography Journal.
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Software Development Intern, Qualcomm

May '17 - July '17, Bangalore

Developed the prototype for a real-time car parking system model applying a Convolutional Neural Network trained on the PKLot dataset with an accuracy of almost 94% using Transfer Learning for the competition IdeaQuest, held among the summer interns of Qualcomm. Proposed a novel algorithm for internal navigation using Li-Fi and preventing car-theft using Machine Learning & Image Processing.
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Co-founder, Scholar Mate

Jan '16 - May '16, Guwahati

I co-founded Scholar Mate during my sophomore year to provide an efficient platform for effective communication between teachers, parents and students.
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Software Development Intern (Android) - Twango

Dec '15, Delhi

Twango is a dating app that brings together like-minded singles together on a single platform (50k+ downloads). I developed the first version of the app.
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  • Publications
  • Experience
  • Projects
  • Certifications
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  • Blog